Explainable AI in Orthopedics: Challenges, Opportunities, and Prospects

no code implementations • 9 Aug 2023 • Soheyla Amirian, Luke A. Carlson, Matthew F. Gong, Ines Lohse, Kurt R. Weiss, Johannes F. Plate, Ahmad P. Tafti

While artificial intelligence (AI) has made many successful applications in various domains, its adoption in healthcare lags a little bit behind other high-stakes settings.

Descriptive

Learning Unbiased Image Segmentation: A Case Study with Plain Knee Radiographs

no code implementations • 8 Aug 2023 • Nickolas Littlefield, Johannes F. Plate, Kurt R. Weiss, Ines Lohse, Avani Chhabra, Ismaeel A. Siddiqui, Zoe Menezes, George Mastorakos, Sakshi Mehul Thakar, Mehrnaz Abedian, Matthew F. Gong, Luke A. Carlson, Hamidreza Moradi, Soheyla Amirian, Ahmad P. Tafti

Automatic segmentation of knee bony anatomy is essential in orthopedics, and it has been around for several years in both pre-operative and post-operative settings.

Anatomy Fairness +3

How Good is Artificial Intelligence at Automatically Answering Consumer Questions Related to Alzheimer's Disease?

no code implementations • 21 Aug 2019 • Krishna B. Soundararajan, Sunyang Fu, Luke A. Carlson, Rebecca A. Smith, David S. Knopman, Hongfang Liu, Yanshan Wang

The total lifetime cost of care for someone with dementia is estimated to be $350, 174 in 2018, 70% of which is associated with family-provided care.